{"id":"W2603637086","doi":"10.5603/ait.2017.0011","title":"Śląski Rejestr Oddziałów Anestezjologii i Intensywnej Terapii","year":2017,"lang":"pl","type":"article","venue":"Anaesthesiology Intensive Therapy","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.001398292,0.001387622,0.004299139,0.0004423023,0.00140514,0.0002875881,0.001746502,0.001641693,0.001100404],"category_scores_gemma":[0.004956812,0.001044243,0.002086479,0.0002011091,0.003818197,0.000374722,0.0003167218,0.001658859,0.002483019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010311,"about_ca_system_score_gemma":0.0004277334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009200242,"about_ca_topic_score_gemma":0.00003914906,"domain_scores_codex":[0.993202,0.001092382,0.001400292,0.001739938,0.0006176254,0.001947728],"domain_scores_gemma":[0.9896834,0.001799528,0.001179021,0.004166697,0.002380416,0.0007908861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009164337,0.0007220422,0.690489,0.0001137575,0.003303669,0.01757078,0.003495334,0.000004067359,0.004922867,0.01405938,0.02253735,0.2336174],"study_design_scores_gemma":[0.00562108,0.007556864,0.6677448,0.0003963832,0.0004292428,0.001728478,0.002470442,0.00003676266,0.001357908,0.0006312084,0.3108677,0.001159156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9157477,0.01204055,0.00001989169,0.05439373,0.003030284,0.001388912,0.0000268706,0.0002533536,0.01309869],"genre_scores_gemma":[0.8921016,0.04429015,0.0001847938,0.04766619,0.001484729,0.00008725077,0.00008316978,0.0001834938,0.01391858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2883303,"threshold_uncertainty_score":0.9998949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07100510503373308,"score_gpt":0.3460095604684986,"score_spread":0.2750044554347655,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}